{"id":"https://openalex.org/W2588126732","doi":"https://doi.org/10.1109/isgteurope.2016.7856224","title":"Unlocking the hidden potential of data towards efficient buildings: Findings from a pilot study in India","display_name":"Unlocking the hidden potential of data towards efficient buildings: Findings from a pilot study in India","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588126732","doi":"https://doi.org/10.1109/isgteurope.2016.7856224","mag":"2588126732"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2016.7856224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062973263","display_name":"Megha Nawhal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Megha Nawhal","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108596811","display_name":"Heena Bansal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Heena Bansal","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026847903","display_name":"Ashok Kumar","orcid":"https://orcid.org/0000-0003-3279-5111"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashok Pon Kumar","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074952378","display_name":"Vikas Chandan","orcid":"https://orcid.org/0000-0002-1693-7717"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Chandan","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080965835","display_name":"R. Sridhar","orcid":"https://orcid.org/0009-0006-8070-5511"},"institutions":[{"id":"https://openalex.org/I4210129961","display_name":"IBM (India)","ror":"https://ror.org/034ahpr11","country_code":"IN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210129961"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R Sridhar","raw_affiliation_strings":["IBM India Pvt Ltd"],"affiliations":[{"raw_affiliation_string":"IBM India Pvt Ltd","institution_ids":["https://openalex.org/I4210129961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082467884","display_name":"Babitha Ramesh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129961","display_name":"IBM (India)","ror":"https://ror.org/034ahpr11","country_code":"IN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210129961"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Babitha Ramesh","raw_affiliation_strings":["IBM India Pvt Ltd"],"affiliations":[{"raw_affiliation_string":"IBM India Pvt Ltd","institution_ids":["https://openalex.org/I4210129961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026907919","display_name":"Sunil Kumar Ghai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Kumar Ghai","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045214135","display_name":"Harshad Khadilkar","orcid":"https://orcid.org/0000-0003-3601-778X"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harshad Khadilkar","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082956417","display_name":"Deva P. Seetharam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deva P Seetharam","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007385313","display_name":"Zainul Charbiwala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Zainul M Charbiwala","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056759720","display_name":"Vijay Arya","orcid":"https://orcid.org/0000-0001-8892-6761"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijay Arya","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016911500","display_name":"Amith Singhee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amith Singhee","raw_affiliation_strings":["IBM Research, India"],"affiliations":[{"raw_affiliation_string":"IBM Research, India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5062973263"],"corresponding_institution_ids":["https://openalex.org/I4210103279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21478967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"103","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9419999718666077,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9169999957084656,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/backup","display_name":"Backup","score":0.8211170434951782},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.7291215658187866},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5494363903999329},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5482453107833862},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.4787561297416687},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.47701358795166016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44084489345550537},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.4384397864341736},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4274788796901703},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.34937363862991333},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2692038416862488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26352185010910034},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.23473915457725525},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.20911693572998047},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15679121017456055}],"concepts":[{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.8211170434951782},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.7291215658187866},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5494363903999329},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5482453107833862},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4787561297416687},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.47701358795166016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44084489345550537},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.4384397864341736},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4274788796901703},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.34937363862991333},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2692038416862488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26352185010910034},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.23473915457725525},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.20911693572998047},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15679121017456055},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2016.7856224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2016.7856224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W127962267","https://openalex.org/W625874902","https://openalex.org/W1902289786","https://openalex.org/W1991724394","https://openalex.org/W2016713803","https://openalex.org/W2022665362","https://openalex.org/W2039937234","https://openalex.org/W2060703113","https://openalex.org/W2078549308","https://openalex.org/W2127523455","https://openalex.org/W2183539901","https://openalex.org/W2272069625","https://openalex.org/W2524284185","https://openalex.org/W6605190457","https://openalex.org/W6639948197","https://openalex.org/W6727641122"],"related_works":["https://openalex.org/W1968767884","https://openalex.org/W2150802979","https://openalex.org/W2356819012","https://openalex.org/W2810662003","https://openalex.org/W2761984238","https://openalex.org/W3012012463","https://openalex.org/W2933366859","https://openalex.org/W2897621408","https://openalex.org/W2521327745","https://openalex.org/W2062189828"],"abstract_inverted_index":{"Energy":[0],"cost":[1],"is":[2],"one":[3],"of":[4,12,20,44,48,65,92,117,127],"the":[5,9,39,66,123,132],"significant":[6],"contributors":[7],"to":[8,53,61,95,112],"operational":[10,115],"expenses":[11],"commercial":[13,45,119],"buildings.":[14],"In":[15,104],"developing":[16,102],"countries":[17],"facing":[18],"problems":[19],"frequent":[21],"power":[22,34],"outages":[23],"and":[24,50,73,85],"deficient":[25],"grid":[26],"connectivity,":[27],"diesel":[28],"generators":[29],"are":[30],"used":[31],"as":[32,69],"backup":[33],"source":[35],"which":[36],"significantly":[37],"increase":[38],"costs":[40],"incurred":[41],"in":[42,101,141,146],"management":[43,55,97],"establishments.":[46],"Integration":[47],"information":[49],"communication":[51],"technologies":[52],"building":[54,67,87,96,128,145],"systems":[56],"provides":[57],"a":[58,109,118,136],"reliable":[59],"platform":[60],"analyze":[62],"various":[63,114],"aspects":[64,116],"such":[68],"energy":[70,133],"consumption":[71,134],"trends":[72],"occupancy":[74],"inferences":[75],"thereby":[76],"proposing":[77],"reactive":[78],"or":[79],"pro-active":[80],"strategies":[81],"directed":[82],"towards":[83],"efficient":[84],"cost-effective":[86],"management.":[88],"Usually,":[89],"this":[90,105],"potential":[91],"data":[93],"available":[94],"agencies":[98],"stays":[99],"untapped":[100],"countries.":[103],"paper,":[106],"we":[107],"take":[108],"data-driven":[110],"approach":[111],"understand":[113],"establishment.":[120],"To":[121],"demonstrate":[122],"scope":[124],"for":[125],"optimization":[126],"operations":[129],"by":[130],"exploiting":[131],"data,":[135],"pilot":[137],"study":[138],"was":[139],"conducted":[140],"an":[142],"IT":[143],"office":[144],"India.":[147]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}